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Based on this theoretical finding, we improve the MCC-KF technique in the sense that the new method possesses a better estimation quality with the reduced computational cost compared with the previously proposed MCC-KF variant.
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Through mathematical analyses and numerical experiments, we show that the proposed framework improves parameter identifiability and leads to better estimation quality compared to conventional methods.
Namely, MCTI shows better estimation quality for low-motion video content.
Particular attention is devoted to better estimation of model quality, insight into the influence of measurement errors on model quality, and the use of advanced methods such as stacked generalization and ensemble modeling to further improve model quality.
The better estimation of target volumes with CT and MRI may permit treatment individualization [ 15].
Thus, the assessment of angiogenic factor production may allow a better estimation of survival for patients with metastatic breast cancer.
However, it has been shown that better-trained models are not necessarily associated with better estimation capability.
These cases may therefore enable not only a better estimation of local disease risk but also an assessment of the local quality of reporting.
The results made it evident that the model with the compensation provided a better estimation, especially for the DBP.
In training disciplined software development, the PSP is said to result in such effect as increased estimation accuracy, better software quality, earlier defect detection, and improved productivity.
Of course, the better the initial estimation, the better the quality of the extraction.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com